Harriet Clisby’s ‘Sketches of Australia’: travel writing and colonial refigurations in Boston’s <i>Woman’s Journal</i>
Bibliographic record
Abstract
During the late nineteenth century, the British-born Australian physician Harriet Clisby became involved in the vibrant social reform circles of Boston, Massachusetts. Her ‘Sketches of Australia’, a journalistic series of travel writings, were published in the reform-oriented Woman’s Journal in 1873. This series provides insight into the discursive construction of Australian colonial society in a transnational context. Thematically, the ‘Sketches’ explored questions of geography, culture, class, labor, ethnicity, race, and gender, often embracing popular scientific discourses about race and universalist visions of women’s rights. While such perspectives were common among Anglophone social reformers of the era, Clisby also portrayed Australia as a multiracial nation of immigrants rather than as a collection of white settler colonies. By making colonial Australia accessible for a specifically American readership, the ‘Sketches’ also established a sense of a budding international relationship between Australia and the United States prior to the twentieth century.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.005 | 0.007 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".